The Use of Accuracy Indicators to Correct for Survey Measurement Error
The Use of Accuracy Indicators to Correct for Survey Measurement Error
复制标题
使用精度指标来校正测量测量误差
DOI：
10.1111/rssc.12022
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发表时间：
2014
期刊：
影响因子：
--
通讯作者：
Da Silva D
中科院分区：
文献类型：
--
作者：
Da Silva D
精度指标是一个与测量误差大小有关的观测变量。介绍了基本模型和扩展模型来表示二进制精度指示器的属性。在特定的假设下，它表明，精度指标可以识别测量误差模型。提出了一种估计分布函数的方法和方差估计的方法。该方法适用于英国家庭小组调查的收入数据，其中的准确性指标是是否观察到工资单。验证研究为建模假设提供了依据。
An accuracy indicator is an observed variable which is related to the size of measurement error. Basic and extended models are introduced to represent the properties of a binary accuracy indicator. Under specified assumptions, it is shown that an accuracy indicator can identify a measurement error model. An approach to estimating a distribution function is presented together with methodology for variance estimation. The approach is applied to data on earnings from the British Household Panel Survey, where the accuracy indicator is whether or not a payslip is observed. A validation study provides justification for the modelling assumptions.